Right Leg Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	609
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	39
Duplicate rows (%)	6.4%
Total size in memory	95.3 KiB
Average record size in memory	160.2 B

Variable types

Numeric	20

Alerts

Dataset has 39 (6.4%) duplicate rows	Duplicates
`Alpha_AF7` is highly overall correlated with `Beta_AF7` and 3 other fields	High correlation
`Alpha_AF8` is highly overall correlated with `Beta_AF8` and 3 other fields	High correlation
`Alpha_TP10` is highly overall correlated with `Beta_TP10` and 3 other fields	High correlation
`Alpha_TP9` is highly overall correlated with `Beta_TP9` and 3 other fields	High correlation
`Beta_AF7` is highly overall correlated with `Alpha_AF7` and 3 other fields	High correlation
`Beta_AF8` is highly overall correlated with `Alpha_AF8` and 4 other fields	High correlation
`Beta_TP10` is highly overall correlated with `Alpha_TP10` and 3 other fields	High correlation
`Beta_TP9` is highly overall correlated with `Alpha_TP9` and 3 other fields	High correlation
`Delta_AF7` is highly overall correlated with `Alpha_AF7` and 3 other fields	High correlation
`Delta_AF8` is highly overall correlated with `Alpha_AF8` and 4 other fields	High correlation
`Delta_TP10` is highly overall correlated with `Alpha_TP10` and 7 other fields	High correlation
`Delta_TP9` is highly overall correlated with `Alpha_TP9` and 3 other fields	High correlation
`Gamma_AF7` is highly overall correlated with `Alpha_AF7` and 3 other fields	High correlation
`Gamma_AF8` is highly overall correlated with `Alpha_AF8` and 4 other fields	High correlation
`Gamma_TP10` is highly overall correlated with `Alpha_TP10` and 3 other fields	High correlation
`Gamma_TP9` is highly overall correlated with `Alpha_TP9` and 3 other fields	High correlation
`Theta_AF7` is highly overall correlated with `Alpha_AF7` and 3 other fields	High correlation
`Theta_AF8` is highly overall correlated with `Alpha_AF8` and 4 other fields	High correlation
`Theta_TP10` is highly overall correlated with `Alpha_TP10` and 3 other fields	High correlation
`Theta_TP9` is highly overall correlated with `Alpha_TP9` and 3 other fields	High correlation

Reproduction

Analysis started	2024-10-03 22:05:27.645858
Analysis finished	2024-10-03 22:06:04.992302
Duration	37.35 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Delta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9450327

Minimum	3.0248973
Maximum	4.3226614
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	3.0248973
5-th percentile	3.289235
Q1	3.8645072
median	4.054837
Q3	4.2133737
95-th percentile	4.318765
Maximum	4.3226614
Range	1.2977641
Interquartile range (IQR)	0.3488665

Descriptive statistics

Standard deviation	0.34454504
Coefficient of variation (CV)	0.087336421
Kurtosis	0.39939345
Mean	3.9450327
Median Absolute Deviation (MAD)	0.178038
Skewness	-1.1496366
Sum	2402.5249
Variance	0.11871128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
3.0248973	25	4.1%
3.9184654	25	4.1%
4.178935	25	4.1%
3.8645072	25	4.1%
4.035041	25	4.1%
4.2133737	25	4.1%
3.5210357	25	4.1%
3.9755692	25	4.1%
4.318765	24	3.9%
4.0653157	24	3.9%
Other values (19)	361	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0248973	25	4.1%
3.289235	24	3.9%
3.4077795	24	3.9%
3.4284253	23	3.8%
3.5210357	25	4.1%
3.7658365	24	3.9%
3.8645072	25	4.1%
3.8687901	1	0.2%
3.9184654	25	4.1%
3.945011	23	3.8%

Value	Count	Frequency (%)
4.3226614	24	3.9%
4.318765	24	3.9%
4.2860274	7	1.1%
4.2659025	18	3.0%
4.2577496	24	3.9%
4.245225	24	3.9%
4.232875	24	3.9%
4.2133737	25	4.1%
4.18083	24	3.9%
4.178935	25	4.1%

Delta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0521477

Minimum	1.1549258
Maximum	4.0167575
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.1549258
5-th percentile	1.3966272
Q1	2.8230093
median	3.2865694
Q3	3.5768561
95-th percentile	3.9484153
Maximum	4.0167575
Range	2.8618317
Interquartile range (IQR)	0.7538468

Descriptive statistics

Standard deviation	0.72159601
Coefficient of variation (CV)	0.23642238
Kurtosis	0.55366912
Mean	3.0521477
Median Absolute Deviation (MAD)	0.2988762
Skewness	-1.1259176
Sum	1858.7579
Variance	0.5207008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
2.1199672	25	4.1%
3.5768561	25	4.1%
3.389782	25	4.1%
2.0524046	25	4.1%
3.0489311	24	3.9%
3.389176	24	3.9%
2.8230093	24	3.9%
3.5854456	24	3.9%
3.7079504	24	3.9%
3.9484153	24	3.9%
Other values (29)	365	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1549258	21	3.4%
1.2863451	3	0.5%
1.3761662	7	1.1%
1.4273187	17	2.8%
2.0524046	25	4.1%
2.1199672	25	4.1%
2.1664517	4	0.7%
2.2633617	21	3.4%
2.7112274	23	3.8%
2.8230093	24	3.9%

Value	Count	Frequency (%)
4.0167575	21	3.4%
3.9484153	24	3.9%
3.8280437	5	0.8%
3.7721426	3	0.5%
3.7495363	19	3.1%
3.7079504	24	3.9%
3.5854456	24	3.9%
3.580471	9	1.5%
3.5768561	25	4.1%
3.568545	3	0.5%

Delta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7582358

Minimum	2.184025
Maximum	3.2732818
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	2.184025
5-th percentile	2.3444667
Q1	2.5762386
median	2.8172715
Q3	2.9283004
95-th percentile	3.223657
Maximum	3.2732818
Range	1.0892568
Interquartile range (IQR)	0.3520618

Descriptive statistics

Standard deviation	0.2804446
Coefficient of variation (CV)	0.10167535
Kurtosis	-0.68345029
Mean	2.7582358
Median Absolute Deviation (MAD)	0.2222607
Skewness	-0.13068501
Sum	1679.7656
Variance	0.078649176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2.8172715	49	8.0%
2.3444667	48	7.9%
2.955777	25	4.1%
2.5645056	25	4.1%
3.223657	25	4.1%
2.653797	25	4.1%
2.370221	25	4.1%
3.163135	25	4.1%
2.9165168	25	4.1%
2.9283004	25	4.1%
Other values (15)	312	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.184025	24	3.9%
2.3444667	48	7.9%
2.370221	25	4.1%
2.4736066	24	3.9%
2.5645056	25	4.1%
2.5762386	24	3.9%
2.5818954	24	3.9%
2.5950108	23	3.8%
2.6419635	7	1.1%
2.653797	25	4.1%

Value	Count	Frequency (%)
3.2732818	24	3.9%
3.223657	25	4.1%
3.163135	25	4.1%
3.0432951	24	3.9%
2.973872	24	3.9%
2.955777	25	4.1%
2.9283004	25	4.1%
2.9165168	25	4.1%
2.9081392	24	3.9%
2.8684278	24	3.9%

Delta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9151463

Minimum	2.7113588
Maximum	4.420887
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	2.7113588
5-th percentile	3.118897
Q1	3.8781438
median	4.0362782
Q3	4.1574845
95-th percentile	4.2895756
Maximum	4.420887
Range	1.7095282
Interquartile range (IQR)	0.2793407

Descriptive statistics

Standard deviation	0.38370246
Coefficient of variation (CV)	0.09800463
Kurtosis	2.1295042
Mean	3.9151463
Median Absolute Deviation (MAD)	0.1235358
Skewness	-1.5589051
Sum	2384.3241
Variance	0.14722758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
4.1574845	25	4.1%
4.015107	25	4.1%
3.3071427	25	4.1%
4.0458155	25	4.1%
3.929727	25	4.1%
4.2895756	25	4.1%
4.162198	25	4.1%
4.0795536	25	4.1%
3.656497	25	4.1%
4.0362782	25	4.1%
Other values (19)	359	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.7113588	24	3.9%
3.118897	24	3.9%
3.3071427	25	4.1%
3.591382	24	3.9%
3.618061	24	3.9%
3.656497	25	4.1%
3.8781438	24	3.9%
3.929727	25	4.1%
3.9434812	23	3.8%
3.9521637	24	3.9%

Value	Count	Frequency (%)
4.420887	24	3.9%
4.3380017	5	0.8%
4.2895756	25	4.1%
4.2422004	21	3.4%
4.241538	19	3.1%
4.192622	3	0.5%
4.1822104	7	1.1%
4.162198	25	4.1%
4.159814	17	2.8%
4.1574845	25	4.1%

Theta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9825675

Minimum	1.981285
Maximum	3.3868556
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.981285
5-th percentile	2.3579154
Q1	2.8584862
median	3.085195
Q3	3.2046795
95-th percentile	3.359731
Maximum	3.3868556
Range	1.4055706
Interquartile range (IQR)	0.3461933

Descriptive statistics

Standard deviation	0.35979623
Coefficient of variation (CV)	0.12063306
Kurtosis	0.55951832
Mean	2.9825675
Median Absolute Deviation (MAD)	0.1659244
Skewness	-1.1668023
Sum	1816.3836
Variance	0.12945333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
1.981285	25	4.1%
3.201639	25	4.1%
3.1808772	25	4.1%
2.8584862	25	4.1%
3.1190517	25	4.1%
3.3868556	25	4.1%
2.579057	25	4.1%
2.9655294	25	4.1%
3.3418577	24	3.9%
3.0683792	24	3.9%
Other values (19)	361	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.981285	25	4.1%
2.3579154	24	3.9%
2.4247894	24	3.9%
2.4819963	23	3.8%
2.579057	25	4.1%
2.6558902	24	3.9%
2.8584862	25	4.1%
2.911502	1	0.2%
2.9655294	25	4.1%
2.9840138	23	3.8%

Value	Count	Frequency (%)
3.3868556	25	4.1%
3.359731	24	3.9%
3.3418577	24	3.9%
3.3339572	7	1.1%
3.326479	24	3.9%
3.3189151	18	3.0%
3.2511194	24	3.9%
3.2046795	24	3.9%
3.201639	25	4.1%
3.1896458	24	3.9%

Theta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5853307

Minimum	0.6435607
Maximum	3.3629618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0.6435607
5-th percentile	1.1510141
Q1	2.2672465
median	2.7057798
Q3	3.1017096
95-th percentile	3.3258283
Maximum	3.3629618
Range	2.7194011
Interquartile range (IQR)	0.8344631

Descriptive statistics

Standard deviation	0.65644006
Coefficient of variation (CV)	0.25390951
Kurtosis	1.2311885
Mean	2.5853307
Median Absolute Deviation (MAD)	0.4369271
Skewness	-1.1578964
Sum	1574.4664
Variance	0.43091355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1.9824301	25	4.1%
3.1017096	25	4.1%
2.7057798	25	4.1%
1.976198	25	4.1%
2.4476595	24	3.9%
2.4681377	24	3.9%
2.167148	24	3.9%
3.2386236	24	3.9%
3.3258283	24	3.9%
3.3629618	24	3.9%
Other values (29)	365	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6435607	21	3.4%
0.79546595	3	0.5%
1.1305531	7	1.1%
1.1817056	17	2.8%
1.976198	25	4.1%
1.9824301	25	4.1%
2.0458856	4	0.7%
2.1427956	21	3.4%
2.167148	24	3.9%
2.191861	2	0.3%

Value	Count	Frequency (%)
3.3629618	24	3.9%
3.358796	5	0.8%
3.3258283	24	3.9%
3.2853787	22	3.6%
3.2805486	19	3.1%
3.2715201	3	0.5%
3.2386236	24	3.9%
3.1333437	23	3.8%
3.1118033	1	0.2%
3.1017096	25	4.1%

Theta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8295436

Minimum	1.4434868
Maximum	2.3070495
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.4434868
5-th percentile	1.4555243
Q1	1.630188
median	1.8385032
Q3	1.9840553
95-th percentile	2.1856685
Maximum	2.3070495
Range	0.8635627
Interquartile range (IQR)	0.3538673

Descriptive statistics

Standard deviation	0.24135976
Coefficient of variation (CV)	0.13192348
Kurtosis	-0.87893415
Mean	1.8295436
Median Absolute Deviation (MAD)	0.1685952
Skewness	-0.026503411
Sum	1114.1921
Variance	0.058254535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1.8986846	49	8.0%
1.4555243	48	7.9%
1.9840553	25	4.1%
1.5494623	25	4.1%
2.1856685	25	4.1%
1.6876283	25	4.1%
1.5505179	25	4.1%
2.3070495	25	4.1%
1.9702858	25	4.1%
2.0070984	25	4.1%
Other values (15)	312	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.4434868	24	3.9%
1.4555243	48	7.9%
1.5025805	24	3.9%
1.5494623	25	4.1%
1.5505179	25	4.1%
1.630188	24	3.9%
1.6876283	25	4.1%
1.7541758	7	1.1%
1.7665628	24	3.9%
1.7838116	23	3.8%

Value	Count	Frequency (%)
2.3070495	25	4.1%
2.1856685	25	4.1%
2.1730304	24	3.9%
2.1013398	24	3.9%
2.0327263	24	3.9%
2.0070984	25	4.1%
1.9840553	25	4.1%
1.9702858	25	4.1%
1.9482441	24	3.9%
1.8986846	49	8.0%

Theta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9590052

Minimum	1.7450726
Maximum	3.483235
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.7450726
5-th percentile	2.1994884
Q1	2.8827944
median	3.0996761
Q3	3.1839314
95-th percentile	3.4239304
Maximum	3.483235
Range	1.7381624
Interquartile range (IQR)	0.301137

Descriptive statistics

Standard deviation	0.39614388
Coefficient of variation (CV)	0.13387739
Kurtosis	1.7010928
Mean	2.9590052
Median Absolute Deviation (MAD)	0.1235125
Skewness	-1.3994008
Sum	1802.0342
Variance	0.15692998
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
3.168205	25	4.1%
2.969721	25	4.1%
2.3047998	25	4.1%
2.9884794	25	4.1%
2.9902074	25	4.1%
3.21201	25	4.1%
3.163076	25	4.1%
3.1169894	25	4.1%
2.6863685	25	4.1%
3.125274	25	4.1%
Other values (19)	359	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.7450726	24	3.9%
2.1994884	24	3.9%
2.3047998	25	4.1%
2.5713816	24	3.9%
2.6512258	24	3.9%
2.6863685	25	4.1%
2.8827944	24	3.9%
2.969721	25	4.1%
2.9766612	23	3.8%
2.9884794	25	4.1%

Value	Count	Frequency (%)
3.483235	24	3.9%
3.4239304	24	3.9%
3.3673368	24	3.9%
3.3644783	5	0.8%
3.2687972	19	3.1%
3.2231886	21	3.4%
3.21201	25	4.1%
3.1839314	24	3.9%
3.1748745	3	0.5%
3.168205	25	4.1%

Alpha_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9680881

Minimum	2.014555
Maximum	3.5350745
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	2.014555
5-th percentile	2.394347
Q1	2.927328
median	3.0306973
Q3	3.0734344
95-th percentile	3.5134625
Maximum	3.5350745
Range	1.5205195
Interquartile range (IQR)	0.1461064

Descriptive statistics

Standard deviation	0.33381761
Coefficient of variation (CV)	0.1124689
Kurtosis	1.1433549
Mean	2.9680881
Median Absolute Deviation (MAD)	0.1033693
Skewness	-0.88225558
Sum	1807.5656
Variance	0.11143419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2.014555	25	4.1%
3.5134625	25	4.1%
2.978662	25	4.1%
2.7107935	25	4.1%
2.9442549	25	4.1%
3.045164	25	4.1%
3.5350745	25	4.1%
3.0306973	25	4.1%
3.0690916	25	4.1%
2.394347	24	3.9%
Other values (16)	360	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.014555	25	4.1%
2.394347	24	3.9%
2.4747486	24	3.9%
2.561351	23	3.8%
2.7107935	25	4.1%
2.79552	24	3.9%
2.927328	24	3.9%
2.9442549	25	4.1%
2.9487004	24	3.9%
2.9721663	24	3.9%

Value	Count	Frequency (%)
3.5350745	25	4.1%
3.5134625	25	4.1%
3.3238776	24	3.9%
3.3094368	24	3.9%
3.2030778	24	3.9%
3.1768756	24	3.9%
3.0734344	24	3.9%
3.0710168	7	1.1%
3.0690916	25	4.1%
3.066669	24	3.9%

Alpha_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	30
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8966993

Minimum	1.4316285
Maximum	3.574301
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.4316285
5-th percentile	1.9635876
Q1	2.668465
median	2.8206213
Q3	3.468721
95-th percentile	3.5628967
Maximum	3.574301
Range	2.1426725
Interquartile range (IQR)	0.800256

Descriptive statistics

Standard deviation	0.54401362
Coefficient of variation (CV)	0.18780466
Kurtosis	0.14902207
Mean	2.8966993
Median Absolute Deviation (MAD)	0.4361901
Skewness	-0.63999057
Sum	1764.0899
Variance	0.29595081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
2.8301785	25	4.1%
2.7241688	25	4.1%
2.6362	25	4.1%
3.5510938	25	4.1%
3.513027	25	4.1%
2.362315	25	4.1%
2.578039	25	4.1%
3.4864283	25	4.1%
2.685354	24	3.9%
3.5528173	24	3.9%
Other values (20)	361	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.4316285	21	3.4%
1.4491588	3	0.5%
1.9635876	24	3.9%
2.1934528	24	3.9%
2.2253	3	0.5%
2.362315	25	4.1%
2.578039	25	4.1%
2.6362	25	4.1%
2.668465	18	3.0%
2.6733236	7	1.1%

Value	Count	Frequency (%)
3.574301	24	3.9%
3.5628967	24	3.9%
3.5528173	24	3.9%
3.5510938	25	4.1%
3.513027	25	4.1%
3.4864283	25	4.1%
3.468721	24	3.9%
3.3701096	24	3.9%
3.2568114	22	3.6%
3.2182863	1	0.2%

Alpha_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9427065

Minimum	1.5751854
Maximum	2.5067449
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.5751854
5-th percentile	1.5848264
Q1	1.7923373
median	1.8901596
Q3	2.1339223
95-th percentile	2.3183064
Maximum	2.5067449
Range	0.9315595
Interquartile range (IQR)	0.341585

Descriptive statistics

Standard deviation	0.25191815
Coefficient of variation (CV)	0.12967381
Kurtosis	-0.68494136
Mean	1.9427065
Median Absolute Deviation (MAD)	0.2226546
Skewness	0.28194517
Sum	1183.1083
Variance	0.063462756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1.8583043	49	8.0%
1.5848264	48	7.9%
1.5943115	25	4.1%
1.8595144	25	4.1%
1.7923373	25	4.1%
2.3054712	25	4.1%
1.8901596	25	4.1%
2.5067449	25	4.1%
2.1339223	25	4.1%
1.9842362	25	4.1%
Other values (13)	312	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.5751854	24	3.9%
1.5848264	48	7.9%
1.5943115	25	4.1%
1.6231698	23	3.8%
1.7471126	24	3.9%
1.7923373	25	4.1%
1.7982993	24	3.9%
1.8556837	24	3.9%
1.8583043	49	8.0%
1.8595144	25	4.1%

Value	Count	Frequency (%)
2.5067449	25	4.1%
2.3183064	24	3.9%
2.3054712	25	4.1%
2.2059727	24	3.9%
2.17453	25	4.1%
2.1701472	24	3.9%
2.1339223	25	4.1%
2.1128142	24	3.9%
2.0643282	24	3.9%
2.0198574	24	3.9%

Alpha_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9728124

Minimum	2.0181546
Maximum	3.5625525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	2.0181546
5-th percentile	2.3043144
Q1	2.9992497
median	3.038012
Q3	3.1545515
95-th percentile	3.4919124
Maximum	3.5625525
Range	1.5443979
Interquartile range (IQR)	0.1553018

Descriptive statistics

Standard deviation	0.33110968
Coefficient of variation (CV)	0.11137927
Kurtosis	1.5904533
Mean	2.9728124
Median Absolute Deviation (MAD)	0.1165395
Skewness	-1.1543692
Sum	1810.4428
Variance	0.10963362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3.038012	25	4.1%
3.1828043	25	4.1%
2.3674326	25	4.1%
3.160554	25	4.1%
3.0017002	25	4.1%
2.8665955	25	4.1%
3.0052826	25	4.1%
3.0618248	25	4.1%
2.9992497	25	4.1%
3.0377967	25	4.1%
Other values (15)	359	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.0181546	24	3.9%
2.3043144	24	3.9%
2.3674326	25	4.1%
2.6216528	24	3.9%
2.8111017	24	3.9%
2.8665955	25	4.1%
2.9992497	25	4.1%
3.0017002	25	4.1%
3.0052826	25	4.1%
3.0068116	24	3.9%

Value	Count	Frequency (%)
3.5625525	24	3.9%
3.4919124	24	3.9%
3.1860793	24	3.9%
3.1828043	25	4.1%
3.1801765	24	3.9%
3.160554	25	4.1%
3.1545515	24	3.9%
3.075576	24	3.9%
3.07473	24	3.9%
3.0618248	25	4.1%

Beta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4869087

Minimum	1.503658
Maximum	2.9554195
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.503658
5-th percentile	1.8523831
Q1	2.344022
median	2.5814588
Q3	2.734327
95-th percentile	2.8779514
Maximum	2.9554195
Range	1.4517615
Interquartile range (IQR)	0.390305

Descriptive statistics

Standard deviation	0.35410804
Coefficient of variation (CV)	0.14238884
Kurtosis	0.5801687
Mean	2.4869087
Median Absolute Deviation (MAD)	0.1576977
Skewness	-1.1175157
Sum	1514.5274
Variance	0.12539251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
1.503658	25	4.1%
2.6709375	25	4.1%
2.6861775	25	4.1%
2.344022	25	4.1%
2.6134572	25	4.1%
2.8779514	25	4.1%
2.0884438	25	4.1%
2.466528	25	4.1%
2.8532486	24	3.9%
2.566699	24	3.9%
Other values (19)	361	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.503658	25	4.1%
1.8523831	24	3.9%
1.962337	24	3.9%
2.0049968	23	3.8%
2.0884438	25	4.1%
2.211118	24	3.9%
2.344022	25	4.1%
2.3808668	1	0.2%
2.4552162	23	3.8%
2.466528	25	4.1%

Value	Count	Frequency (%)
2.9554195	24	3.9%
2.8779514	25	4.1%
2.8532486	24	3.9%
2.8274107	7	1.1%
2.8079278	18	3.0%
2.778824	24	3.9%
2.7391565	24	3.9%
2.734327	24	3.9%
2.6861775	25	4.1%
2.6781344	24	3.9%

Beta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0450537

Minimum	-0.019408759
Maximum	2.8006604
Zeros	0
Zeros (%)	0.0%
Negative	21
Negative (%)	3.4%
Memory size	4.9 KiB

Quantile statistics

Minimum	-0.019408759
5-th percentile	0.73350362
Q1	1.7610475
median	2.1523018
Q3	2.555107
95-th percentile	2.7434926
Maximum	2.8006604
Range	2.8200692
Interquartile range (IQR)	0.7940595

Descriptive statistics

Standard deviation	0.64840063
Coefficient of variation (CV)	0.317058
Kurtosis	1.8767783
Mean	2.0450537
Median Absolute Deviation (MAD)	0.4028052
Skewness	-1.3183009
Sum	1245.4377
Variance	0.42042338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1.4404324	25	4.1%
2.555107	25	4.1%
2.165165	25	4.1%
1.4452856	25	4.1%
1.918768	24	3.9%
1.96021	24	3.9%
1.6216152	24	3.9%
2.683458	24	3.9%
2.7722182	24	3.9%
2.7434926	24	3.9%
Other values (29)	365	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.019408759	21	3.4%
0.27871144	3	0.5%
0.7130426	7	1.1%
0.76419514	17	2.8%
1.4404324	25	4.1%
1.4452856	25	4.1%
1.5022385	4	0.7%
1.5991485	21	3.4%
1.6216152	24	3.9%
1.7413924	3	0.5%

Value	Count	Frequency (%)
2.8006604	5	0.8%
2.7722182	24	3.9%
2.7434926	24	3.9%
2.726836	22	3.6%
2.722985	19	3.1%
2.7167797	3	0.5%
2.683458	24	3.9%
2.5791047	23	3.8%
2.555107	25	4.1%
2.5504723	1	0.2%

Beta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4087087

Minimum	1.0628778
Maximum	1.7648934
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.0628778
5-th percentile	1.0902436
Q1	1.2417239
median	1.4274107
Q3	1.5560576
95-th percentile	1.7345109
Maximum	1.7648934
Range	0.7020156
Interquartile range (IQR)	0.3143337

Descriptive statistics

Standard deviation	0.19956425
Coefficient of variation (CV)	0.14166467
Kurtosis	-0.96649157
Mean	1.4087087
Median Absolute Deviation (MAD)	0.1287234
Skewness	-0.087099706
Sum	857.9036
Variance	0.039825891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1.5101594	49	8.0%
1.1551822	48	7.9%
1.5613253	25	4.1%
1.16391	25	4.1%
1.6961275	25	4.1%
1.3666518	25	4.1%
1.1435106	25	4.1%
1.7648934	25	4.1%
1.5325072	25	4.1%
1.5560576	25	4.1%
Other values (15)	312	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0628778	24	3.9%
1.0902436	24	3.9%
1.1435106	25	4.1%
1.1551822	48	7.9%
1.16391	25	4.1%
1.2417239	24	3.9%
1.2993234	7	1.1%
1.330396	23	3.8%
1.3449262	24	3.9%
1.3468385	18	3.0%

Value	Count	Frequency (%)
1.7648934	25	4.1%
1.7345109	24	3.9%
1.6961275	25	4.1%
1.6122599	24	3.9%
1.5613253	25	4.1%
1.5561341	24	3.9%
1.5560576	25	4.1%
1.5325072	25	4.1%
1.5101594	49	8.0%
1.467688	24	3.9%

Beta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4611369

Minimum	1.3972481
Maximum	2.9240243
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1.3972481
5-th percentile	1.6901329
Q1	2.4247549
median	2.6087718
Q3	2.6936276
95-th percentile	2.8824048
Maximum	2.9240243
Range	1.5267762
Interquartile range (IQR)	0.2688727

Descriptive statistics

Standard deviation	0.3755727
Coefficient of variation (CV)	0.1526013
Kurtosis	1.0328976
Mean	2.4611369
Median Absolute Deviation (MAD)	0.1373332
Skewness	-1.3287804
Sum	1498.8324
Variance	0.14105485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
2.6508656	25	4.1%
2.4816446	25	4.1%
1.781263	25	4.1%
2.503669	25	4.1%
2.4714386	25	4.1%
2.7490067	25	4.1%
2.684256	25	4.1%
2.610812	25	4.1%
2.1551456	25	4.1%
2.6087718	25	4.1%
Other values (19)	359	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3972481	24	3.9%
1.6901329	24	3.9%
1.781263	25	4.1%
2.0689683	24	3.9%
2.149152	24	3.9%
2.1551456	25	4.1%
2.4247549	24	3.9%
2.4706812	23	3.8%
2.4714386	25	4.1%
2.4816446	25	4.1%

Value	Count	Frequency (%)
2.9240243	24	3.9%
2.8824048	24	3.9%
2.8172581	24	3.9%
2.7747939	5	0.8%
2.7490067	25	4.1%
2.736912	21	3.4%
2.7006917	7	1.1%
2.6936276	24	3.9%
2.6879644	3	0.5%
2.684256	25	4.1%

Gamma_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	29
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8980559

Minimum	0.92474025
Maximum	2.345053
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0.92474025
5-th percentile	1.278573
Q1	1.7638024
median	1.9903708
Q3	2.1471446
95-th percentile	2.2932918
Maximum	2.345053
Range	1.4203127
Interquartile range (IQR)	0.3833422

Descriptive statistics

Standard deviation	0.35502645
Coefficient of variation (CV)	0.18704741
Kurtosis	0.49758977
Mean	1.8980559
Median Absolute Deviation (MAD)	0.1759982
Skewness	-1.1271723
Sum	1155.9161
Variance	0.12604378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0.92474025	25	4.1%
2.1471446	25	4.1%
2.0944006	25	4.1%
1.7638024	25	4.1%
2.0130262	25	4.1%
2.345053	25	4.1%
1.5168662	25	4.1%
1.90633	25	4.1%
2.258691	24	3.9%
1.9559276	24	3.9%
Other values (19)	361	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.92474025	25	4.1%
1.278573	24	3.9%
1.3361206	24	3.9%
1.3707569	23	3.8%
1.5168662	25	4.1%
1.6194633	24	3.9%
1.7638024	25	4.1%
1.8163699	1	0.2%
1.889622	23	3.8%
1.90633	25	4.1%

Value	Count	Frequency (%)
2.345053	25	4.1%
2.2932918	24	3.9%
2.258691	24	3.9%
2.2433753	7	1.1%
2.2229168	18	3.0%
2.171651	24	3.9%
2.166369	24	3.9%
2.1471446	25	4.1%
2.0997422	24	3.9%
2.0966327	24	3.9%

Gamma_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5194552

Minimum	-0.6139677
Maximum	2.3213995
Zeros	0
Zeros (%)	0.0%
Negative	24
Negative (%)	3.9%
Memory size	4.9 KiB

Quantile statistics

Minimum	-0.6139677
5-th percentile	0.28851265
Q1	1.1696054
median	1.6326605
Q3	2.028084
95-th percentile	2.2591512
Maximum	2.3213995
Range	2.9353672
Interquartile range (IQR)	0.8584786

Descriptive statistics

Standard deviation	0.64987382
Coefficient of variation (CV)	0.42770187
Kurtosis	2.1979
Mean	1.5194552
Median Absolute Deviation (MAD)	0.4274718
Skewness	-1.3304179
Sum	925.34819
Variance	0.42233598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0.97309995	25	4.1%
2.0601323	25	4.1%
1.6451994	25	4.1%
0.9646827	25	4.1%
1.4104738	24	3.9%
1.3892955	24	3.9%
1.1118512	24	3.9%
2.2054336	24	3.9%
2.292408	24	3.9%
2.028084	24	3.9%
Other values (29)	365	59.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6139677	21	3.4%
-0.23694319	3	0.5%
0.26805165	7	1.1%
0.31920415	17	2.8%
0.9646827	25	4.1%
0.97309995	25	4.1%
1.0350045	4	0.7%
1.1072619	3	0.5%
1.1118512	24	3.9%
1.1245642	2	0.3%

Value	Count	Frequency (%)
2.3213995	5	0.8%
2.292408	24	3.9%
2.2591512	22	3.6%
2.243894	19	3.1%
2.2404401	3	0.5%
2.2054336	24	3.9%
2.1055934	23	3.8%
2.086525	1	0.2%
2.0601323	25	4.1%
2.028084	24	3.9%

Gamma_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.84807728

Minimum	0.41393498
Maximum	1.1609626
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0.41393498
5-th percentile	0.56634367
Q1	0.75159687
median	0.86274177
Q3	0.966471
95-th percentile	1.1278119
Maximum	1.1609626
Range	0.74702762
Interquartile range (IQR)	0.21487413

Descriptive statistics

Standard deviation	0.18267126
Coefficient of variation (CV)	0.2153946
Kurtosis	-0.39771286
Mean	0.84807728
Median Absolute Deviation (MAD)	0.1111449
Skewness	-0.37783224
Sum	516.47906
Variance	0.033368791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.928054	49	8.0%
0.62483215	48	7.9%
1.0044223	25	4.1%
0.6839744	25	4.1%
1.087295	25	4.1%
0.886571	25	4.1%
0.6189008	25	4.1%
1.1278119	25	4.1%
0.966471	25	4.1%
0.95611495	25	4.1%
Other values (15)	312	51.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.41393498	24	3.9%
0.56634367	24	3.9%
0.6189008	25	4.1%
0.62483215	48	7.9%
0.6839744	25	4.1%
0.75159687	23	3.8%
0.7696421	24	3.9%
0.784751	24	3.9%
0.790973	7	1.1%
0.7956832	18	3.0%

Value	Count	Frequency (%)
1.1609626	24	3.9%
1.1278119	25	4.1%
1.087295	25	4.1%
1.0524056	24	3.9%
1.0044223	25	4.1%
0.98236257	24	3.9%
0.966471	25	4.1%
0.95611495	25	4.1%
0.928054	49	8.0%
0.924849	24	3.9%

Gamma_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	30
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8786964

Minimum	0.7873877
Maximum	2.381234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0.7873877
5-th percentile	1.1284646
Q1	1.8150902
median	1.9996011
Q3	2.0958095
95-th percentile	2.337579
Maximum	2.381234
Range	1.5938463
Interquartile range (IQR)	0.2807193

Descriptive statistics

Standard deviation	0.38518509
Coefficient of variation (CV)	0.20502786
Kurtosis	0.93150577
Mean	1.8786964
Median Absolute Deviation (MAD)	0.1712979
Skewness	-1.1996479
Sum	1144.1261
Variance	0.14836755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
2.0493166	25	4.1%
1.9821069	25	4.1%
1.2031044	25	4.1%
1.8180761	25	4.1%
2.170899	25	4.1%
2.0939488	25	4.1%
2.0229986	25	4.1%
1.9176995	25	4.1%
1.581733	25	4.1%
1.4853641	24	3.9%
Other values (20)	360	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7873877	24	3.9%
1.1284646	24	3.9%
1.2031044	25	4.1%
1.4853641	24	3.9%
1.5457113	24	3.9%
1.581733	25	4.1%
1.8150902	24	3.9%
1.8180761	25	4.1%
1.8804604	23	3.8%
1.9	1	0.2%

Value	Count	Frequency (%)
2.381234	24	3.9%
2.337579	24	3.9%
2.3370535	24	3.9%
2.2303286	5	0.8%
2.1818013	21	3.4%
2.170899	25	4.1%
2.1362195	19	3.1%
2.1325336	3	0.5%
2.1010568	7	1.1%
2.0958095	24	3.9%

Auto

Heatmap
Table

	Alpha_AF7	Alpha_AF8	Alpha_TP10	Alpha_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Beta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Delta_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	Gamma_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Theta_TP9
Alpha_AF7	1.000	-0.100	-0.238	-0.295	0.879	-0.189	-0.372	-0.302	0.625	-0.185	-0.243	-0.241	0.909	-0.175	-0.365	-0.273	0.869	-0.184	-0.276	-0.274
Alpha_AF8	-0.100	1.000	-0.093	0.404	-0.227	0.907	0.247	0.311	-0.060	0.934	0.460	0.207	-0.204	0.894	0.213	0.326	-0.253	0.904	0.249	0.340
Alpha_TP10	-0.238	-0.093	1.000	0.094	-0.293	0.057	0.771	0.274	-0.094	0.018	0.544	0.282	-0.264	0.088	0.768	0.269	-0.305	0.034	0.773	0.295
Alpha_TP9	-0.295	0.404	0.094	1.000	-0.480	0.302	0.194	0.870	-0.454	0.355	0.130	0.734	-0.422	0.310	0.175	0.895	-0.486	0.340	0.193	0.882
Beta_AF7	0.879	-0.227	-0.293	-0.480	1.000	-0.274	-0.336	-0.408	0.858	-0.281	-0.199	-0.281	0.981	-0.274	-0.313	-0.406	0.997	-0.279	-0.282	-0.393
Beta_AF8	-0.189	0.907	0.057	0.302	-0.274	1.000	0.330	0.243	-0.033	0.971	0.599	0.135	-0.270	0.987	0.293	0.278	-0.298	0.978	0.333	0.283
Beta_TP10	-0.372	0.247	0.771	0.194	-0.336	0.330	1.000	0.439	-0.033	0.301	0.803	0.453	-0.322	0.351	0.992	0.402	-0.351	0.301	0.978	0.449
Beta_TP9	-0.302	0.311	0.274	0.870	-0.408	0.243	0.439	1.000	-0.319	0.290	0.300	0.946	-0.345	0.292	0.427	0.990	-0.408	0.256	0.415	0.991
Delta_AF7	0.625	-0.060	-0.094	-0.454	0.858	-0.033	-0.033	-0.319	1.000	-0.055	0.118	-0.161	0.803	-0.039	-0.013	-0.340	0.854	-0.076	0.015	-0.299
Delta_AF8	-0.185	0.934	0.018	0.355	-0.281	0.971	0.301	0.290	-0.055	1.000	0.526	0.199	-0.266	0.963	0.269	0.316	-0.305	0.982	0.310	0.328
Delta_TP10	-0.243	0.460	0.544	0.130	-0.199	0.599	0.803	0.300	0.118	0.526	1.000	0.296	-0.176	0.606	0.784	0.287	-0.212	0.541	0.781	0.321
Delta_TP9	-0.241	0.207	0.282	0.734	-0.281	0.135	0.453	0.946	-0.161	0.199	0.296	1.000	-0.211	0.189	0.457	0.914	-0.278	0.142	0.424	0.926
Gamma_AF7	0.909	-0.204	-0.264	-0.422	0.981	-0.270	-0.322	-0.345	0.803	-0.266	-0.176	-0.211	1.000	-0.262	-0.300	-0.343	0.976	-0.272	-0.268	-0.331
Gamma_AF8	-0.175	0.894	0.088	0.310	-0.274	0.987	0.351	0.292	-0.039	0.963	0.606	0.189	-0.262	1.000	0.308	0.318	-0.295	0.955	0.349	0.327
Gamma_TP10	-0.365	0.213	0.768	0.175	-0.313	0.293	0.992	0.427	-0.013	0.269	0.784	0.457	-0.300	0.308	1.000	0.389	-0.327	0.268	0.978	0.436
Gamma_TP9	-0.273	0.326	0.269	0.895	-0.406	0.278	0.402	0.990	-0.340	0.316	0.287	0.914	-0.343	0.318	0.389	1.000	-0.411	0.295	0.388	0.992
Theta_AF7	0.869	-0.253	-0.305	-0.486	0.997	-0.298	-0.351	-0.408	0.854	-0.305	-0.212	-0.278	0.976	-0.295	-0.327	-0.411	1.000	-0.307	-0.298	-0.395
Theta_AF8	-0.184	0.904	0.034	0.340	-0.279	0.978	0.301	0.256	-0.076	0.982	0.541	0.142	-0.272	0.955	0.268	0.295	-0.307	1.000	0.310	0.295
Theta_TP10	-0.276	0.249	0.773	0.193	-0.282	0.333	0.978	0.415	0.015	0.310	0.781	0.424	-0.268	0.349	0.978	0.388	-0.298	0.310	1.000	0.434
Theta_TP9	-0.274	0.340	0.295	0.882	-0.393	0.283	0.449	0.991	-0.299	0.328	0.321	0.926	-0.331	0.327	0.436	0.992	-0.395	0.295	0.434	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10
0	3.024897	3.157330	2.817271	4.157484	1.981285	2.201448	1.898685	3.168205	2.014555	2.225300	1.858304	3.038012	1.503658	1.741392	1.510159	2.650866	0.92474	1.107262	0.928054	2.049317
1	3.024897	3.157330	2.817271	4.157484	1.981285	2.201448	1.898685	3.168205	2.014555	2.225300	1.858304	3.038012	1.503658	1.741392	1.510159	2.650866	0.92474	1.107262	0.928054	2.049317
2	3.024897	3.157330	2.817271	4.157484	1.981285	2.201448	1.898685	3.168205	2.014555	2.225300	1.858304	3.038012	1.503658	1.741392	1.510159	2.650866	0.92474	1.107262	0.928054	2.049317
3	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
4	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
5	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
6	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
7	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
8	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317
9	3.024897	3.299367	2.817271	4.157484	1.981285	2.868060	1.898685	3.168205	2.014555	3.256811	1.858304	3.038012	1.503658	2.330918	1.510159	2.650866	0.92474	1.829346	0.928054	2.049317

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10
599	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
600	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
601	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
602	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
603	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
604	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
605	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
606	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
607	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046
608	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.78636	1.62317	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.88046

Most frequently occurring

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	# duplicates
11	3.918465	2.052405	3.163135	4.036278	3.201639	1.976198	2.307050	3.125274	3.535074	2.830179	2.506745	3.061825	2.670937	1.445286	1.764893	2.608772	2.147145	0.964683	1.127812	1.982107	25
14	3.975569	3.389782	3.223657	4.015107	2.965529	2.705780	2.185668	2.969721	2.944255	2.724169	2.305471	3.001700	2.466528	2.165165	1.696128	2.481645	1.906330	1.645199	1.087295	1.917699	25
2	3.289235	3.948415	2.344467	3.118897	2.357915	3.362962	1.455524	2.199488	2.394347	3.036294	1.584826	2.304314	1.852383	2.743493	1.155182	1.690133	1.278573	2.028084	0.624832	1.128465	24
19	4.054837	3.048931	2.184025	4.054733	3.059763	2.447659	1.443487	3.027238	2.948700	2.679778	1.575185	3.154552	2.558878	1.918768	1.090244	2.579815	1.971412	1.410474	0.413935	1.999601	24
25	4.178935	2.119967	2.653797	4.045815	3.180877	1.982430	1.687628	2.988479	3.069092	2.636200	1.890160	3.037797	2.686177	1.440432	1.366652	2.503669	2.094401	0.973100	0.886571	1.908340	24
38	4.322661	3.389176	3.043295	4.151680	3.359731	2.468138	2.101340	3.183931	3.309437	2.685354	2.318306	3.042148	2.955420	1.960210	1.612260	2.693628	2.293292	1.389296	1.052406	2.095810	24
3	3.407780	3.286569	2.802014	3.952164	2.424789	3.133344	1.838367	2.882794	2.474749	3.574301	2.112814	3.006812	1.962337	2.579105	1.416413	2.424755	1.336121	2.105593	0.813899	1.815090	23
4	3.428425	3.461168	2.595011	3.943481	2.481996	2.982642	1.783812	2.976661	2.561351	2.786360	1.623170	3.025762	2.004997	2.353554	1.330396	2.470681	1.370757	1.632661	0.751597	1.880460	23
12	3.945011	3.707950	2.581895	3.591382	2.984014	3.325828	1.630188	2.571382	2.927328	3.562897	1.855684	2.621653	2.455216	2.772218	1.241724	2.068968	1.889622	2.292408	0.769642	1.485364	23
17	4.035041	3.039343	2.928300	4.289576	3.119052	2.268853	2.007098	3.212010	3.030697	2.362315	2.174530	2.999250	2.613457	1.807873	1.556058	2.749007	2.013026	1.212542	0.956115	2.170899	23

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring